Pith Number

pith:ZT5CRDFJ

pith:2023:ZT5CRDFJLASMVNRPWTDISP5E64

not attested not anchored not stored refs pending

NAUTILUS: boosting Bayesian importance nested sampling with deep learning

Johannes U. Lange

arxiv:2306.16923 v1 · 2023-06-29 · astro-ph.IM · astro-ph.CO · astro-ph.EP · astro-ph.GA · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZT5CRDFJLASMVNRPWTDISP5E64}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

Impact and measurability of linear relativistic effects in galaxy surveys

First detection of ultra-fast outflows in a quiescent galaxy

Constraints on Dynamical Dark Energy from Multiple Probes in the Full Dark Energy Survey

Generalizing the CPL Parametrization through Dark Sector Interaction

Receipt and verification

First computed	2026-07-05T06:26:11.049967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccfa288ca95824cab62fb4c6893fa4f73b5e0220e59de1ec936905caa233903d

Aliases

arxiv: 2306.16923 · arxiv_version: 2306.16923v1 · doi: 10.48550/arxiv.2306.16923 · pith_short_12: ZT5CRDFJLASM · pith_short_16: ZT5CRDFJLASMVNRP · pith_short_8: ZT5CRDFJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZT5CRDFJLASMVNRPWTDISP5E64 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ccfa288ca95824cab62fb4c6893fa4f73b5e0220e59de1ec936905caa233903d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "248c4240858e7976a8a9a65503b3b8e557a1f4aabd83fb2900d3a210f15858ec",
    "cross_cats_sorted": [
      "astro-ph.CO",
      "astro-ph.EP",
      "astro-ph.GA",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2023-06-29T13:18:57Z",
    "title_canon_sha256": "774c47741ec6df252bc2afde7d5a6f2f1f2d02545ffa41d78f4c4f692ea00f3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.16923",
    "kind": "arxiv",
    "version": 1
  }
}